{
  "x402Version": 2,
  "id": 4191,
  "slug": "4191",
  "resource": "https://tensorfeed.ai/api/premium/inference-providers/arbitrage",
  "description": "Cross-provider arbitrage analytics for hosted inference. Per-model: cheapest_paid, most_expensive_paid, spread_usd, savings_pct, median_paid_blended, fastest_tps, cheapest_with_tps, free_tier_offers. Plus provider_rollup (cheapest_count, top_tps_count, value_score 0-100) and top_arbitrage models sorted by savings_pct desc. Pairs with the free /api/inference-providers matrix. The \"where to migrate workloads\" call.",
  "type": "http",
  "accepts": [
    {
      "scheme": "exact",
      "network": "eip155:8453",
      "payTo": "0x549c82e6bfc54bdae9a2073744cbc2af5d1fc6d1",
      "asset": "0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913",
      "amount": "20000",
      "maxTimeoutSeconds": 60
    }
  ],
  "outputSchema": {
    "bazaar": {
      "info": {
        "input": {
          "method": "GET",
          "queryFields": {
            "family": {
              "example": "Meta",
              "type": "string"
            },
            "min_savings_pct": {
              "example": 20,
              "type": "integer"
            }
          },
          "queryParams": {
            "family": "Meta",
            "min_savings_pct": 20
          },
          "type": "http"
        },
        "output": {
          "example": {
            "billing": {
              "credits_charged": 1,
              "credits_remaining": 49
            },
            "capturedAt": "2026-05-24T12:00:00Z",
            "filter": {
              "family": "Meta",
              "min_savings_pct": 20
            },
            "matrix_last_updated": "2026-05-24",
            "models": [
              {
                "cheapest_paid": {
                  "blendedPrice": 0.355,
                  "provider": "DeepInfra"
                },
                "cheapest_with_tps": {
                  "blendedPrice": 0.355,
                  "outputTPS": 170,
                  "provider": "DeepInfra"
                },
                "family": "Meta",
                "fastest_tps": {
                  "outputTPS": 950,
                  "provider": "Groq"
                },
                "free_tier_offers": [],
                "median_paid_blended": 0.385,
                "modelId": "llama-4-scout",
                "modelName": "Llama 4 Scout",
                "most_expensive_paid": {
                  "blendedPrice": 0.425,
                  "provider": "Replicate"
                },
                "offer_count_paid": 6,
                "paramsB": 109,
                "savings_pct": 16.47,
                "spread_usd": 0.07
              }
            ],
            "models_in_matrix": 3,
            "ok": true,
            "provider_rollup": [
              {
                "appearances_paid": 5,
                "cheapest_count": 3,
                "free_tier_count": 0,
                "provider": "DeepInfra",
                "top_tps_count": 0,
                "value_score": 100
              },
              {
                "appearances_paid": 3,
                "cheapest_count": 0,
                "free_tier_count": 0,
                "provider": "Groq",
                "top_tps_count": 2,
                "value_score": 33
              }
            ],
            "top_arbitrage": [],
            "tracked_providers": [
              "Together AI",
              "Fireworks",
              "DeepInfra",
              "Groq",
              "OpenRouter",
              "Replicate",
              "Anyscale",
              "DeepSeek",
              "GitHub Models"
            ]
          },
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                "properties": {
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                    "example": 1,
                    "type": "integer"
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                    "example": 49,
                    "type": "integer"
                  }
                },
                "type": "object"
              },
              "capturedAt": {
                "example": "2026-05-24T12:00:00Z",
                "type": "string"
              },
              "filter": {
                "properties": {
                  "family": {
                    "example": "Meta",
                    "type": "string"
                  },
                  "min_savings_pct": {
                    "example": 20,
                    "type": "integer"
                  }
                },
                "type": "object"
              },
              "matrix_last_updated": {
                "example": "2026-05-24",
                "type": "string"
              },
              "models": {
                "items": {
                  "properties": {
                    "cheapest_paid": {
                      "properties": {
                        "blendedPrice": {
                          "example": 0.355,
                          "type": "number"
                        },
                        "provider": {
                          "example": "DeepInfra",
                          "type": "string"
                        }
                      },
                      "type": "object"
                    },
                    "cheapest_with_tps": {
                      "properties": {
                        "blendedPrice": {
                          "example": 0.355,
                          "type": "number"
                        },
                        "outputTPS": {
                          "example": 170,
                          "type": "integer"
                        },
                        "provider": {
                          "example": "DeepInfra",
                          "type": "string"
                        }
                      },
                      "type": "object"
                    },
                    "family": {
                      "example": "Meta",
                      "type": "string"
                    },
                    "fastest_tps": {
                      "properties": {
                        "outputTPS": {
                          "example": 950,
                          "type": "integer"
                        },
                        "provider": {
                          "example": "Groq",
                          "type": "string"
                        }
                      },
                      "type": "object"
                    },
                    "free_tier_offers": {
                      "type": "array"
                    },
                    "median_paid_blended": {
                      "example": 0.385,
                      "type": "number"
                    },
                    "modelId": {
                      "example": "llama-4-scout",
                      "type": "string"
                    },
                    "modelName": {
                      "example": "Llama 4 Scout",
                      "type": "string"
                    },
                    "most_expensive_paid": {
                      "properties": {
                        "blendedPrice": {
                          "example": 0.425,
                          "type": "number"
                        },
                        "provider": {
                          "example": "Replicate",
                          "type": "string"
                        }
                      },
                      "type": "object"
                    },
                    "offer_count_paid": {
                      "example": 6,
                      "type": "integer"
                    },
                    "paramsB": {
                      "example": 109,
                      "type": "integer"
                    },
                    "savings_pct": {
                      "example": 16.47,
                      "type": "number"
                    },
                    "spread_usd": {
                      "example": 0.07,
                      "type": "number"
                    }
                  },
                  "type": "object"
                },
                "type": "array"
              },
              "models_in_matrix": {
                "example": 3,
                "type": "integer"
              },
              "ok": {
                "type": "boolean"
              },
              "provider_rollup": {
                "items": {
                  "properties": {
                    "appearances_paid": {
                      "example": 5,
                      "type": "integer"
                    },
                    "cheapest_count": {
                      "example": 3,
                      "type": "integer"
                    },
                    "free_tier_count": {
                      "example": 0,
                      "type": "integer"
                    },
                    "provider": {
                      "example": "DeepInfra",
                      "type": "string"
                    },
                    "top_tps_count": {
                      "example": 0,
                      "type": "integer"
                    },
                    "value_score": {
                      "example": 100,
                      "type": "integer"
                    }
                  },
                  "type": "object"
                },
                "type": "array"
              },
              "top_arbitrage": {
                "type": "array"
              },
              "tracked_providers": {
                "items": {
                  "example": "Together AI",
                  "type": "string"
                },
                "type": "array"
              }
            },
            "type": "object"
          },
          "type": "json"
        }
      },
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            "additionalProperties": false,
            "properties": {
              "method": {
                "enum": [
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                ],
                "type": "string"
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              "queryParams": {
                "properties": {
                  "family": {
                    "description": "Case-insensitive substring filter on model family (Meta, DeepSeek, Mistral, Alibaba, Microsoft, ...).",
                    "type": "string"
                  },
                  "min_savings_pct": {
                    "description": "Minimum savings_pct to include a model in the top_arbitrage array. Default 20.",
                    "maximum": 100,
                    "minimum": 0,
                    "type": "number"
                  }
                },
                "type": "object"
              },
              "type": {
                "const": "http",
                "type": "string"
              }
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            "type": "object"
          }
        },
        "required": [
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        ],
        "type": "object"
      }
    }
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  "tags": [
    "bazaar"
  ],
  "sourceHost": "tensorfeed.ai",
  "lastUpdated": "2026-05-25T23:11:54.266Z",
  "quality": {
    "calls30d": 1,
    "uniquePayers30d": 1,
    "lastCalledAt": "2026-09-14T03:17:51.373Z"
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  "liveness": {},
  "verified": false,
  "featured": false,
  "provider": {
    "host": "tensorfeed.ai",
    "manifest_name": "tensorfeed.ai",
    "source": "cdp-mirror",
    "source_manifest_url": "https://api.cdp.coinbase.com/platform/v2/x402/discovery/resources",
    "submitted_at": "2026-09-18T22:00:31.484Z"
  }
}